Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images.
Hengfei CuiChang YuwenLei JiangYong XiaYanning ZhangPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- short axis
- mri images
- multiscale
- long axis
- cardiac mr images
- cardiac magnetic resonance
- cardiac mri
- medical images
- mri brain images
- magnetic resonance imaging
- magnetic resonance images
- imaging modalities
- mri data
- brain tumors
- cardiac motion
- left ventricular
- left ventricle
- image processing
- edge detection
- fully automatic
- image segmentation
- medical image analysis
- tagged mri
- medical data
- coarse to fine
- low contrast
- anatomical structures
- mathematical morphology
- medical imaging
- segmentation method
- markov random field
- multiresolution
- computer vision